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A full archive of thoughts, write-ups, and deep dives from recent projects.

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Vibe Coding, Broken APIs, and Bank Breaches: Is Something Deeper Going On?

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Systems, Flutter, and Product Thinking

Vibe Coding, Broken APIs, and Bank Breaches: Is Something Deeper Going On?

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Vibe Coding, Broken APIs, and Bank Breaches: Is Something Deeper Going On?

Four significant security incidents broke in the span of 72 hours this week Lovable, Notion, Vercel, and Standard Bank. Taken individually, each is notable. Taken together, they paint a picture worth thinking about out loud. Is vibe coding quietly burning down the internet's security posture? Or is something deeper going on? Probably both.

Apr 2026 • 17 min readRead Featured
Vibe Coding, Broken APIs, and Bank Breaches: Is Something Deeper Going On?
cybersecurityvibe-codinglovable

Vibe Coding, Broken APIs, and Bank Breaches: Is Something Deeper Going On?

Four significant security incidents broke in the span of 72 hours this week Lovable, Notion, Vercel, and Standard Bank. Taken individually, each is notable. Taken together, they paint a picture worth thinking about out loud. Is vibe coding quietly burning down the internet's security posture? Or is something deeper going on? Probably both.

Apr 202617 min read
by Wilson Kumalo
Windows 12 in 2026? The Viral Rumor, the Debunking, and What Microsoft Is Actually Building
windows-12windows-11microsoft

Windows 12 in 2026? The Viral Rumor, the Debunking, and What Microsoft Is Actually Building

A viral report claimed Windows 12 would launch in 2026 as a modular, AI-first OS requiring expensive NPU hardware and subscriptions. Within 48 hours, Windows Central debunked it completely. But the rumor revealed something important: deep distrust of Microsoft's direction. Here's the full story of what happened, what's real, and what's actually coming to Windows.

Mar 202611 min read
by Wilson Kumalo
Vinext: How Cloudflare Rebuilt Next.js with AI in One Week for $1,100
vinextcloudflarenextjs

Vinext: How Cloudflare Rebuilt Next.js with AI in One Week for $1,100

Cloudflare just released Vinext—a complete reimplementation of Next.js built on Vite that's 4.4x faster and produces 57% smaller bundles. The remarkable part: one engineer and Claude AI built it in seven days for $1,100 in API tokens. Here's everything you need to know about the framework that's already running CIO.gov in production.

Feb 202611 min read
by Wilson Kumalo
Claude Code Security Triggers Historic Cybersecurity Stock Collapse: When AI Becomes the Disruption
claude-code-securityanthropiccybersecurity-stocks

Claude Code Security Triggers Historic Cybersecurity Stock Collapse: When AI Becomes the Disruption

Anthropic's Claude Code Security launch on February 19, 2026, triggered an immediate market panic—cybersecurity stocks lost billions in a single day. CrowdStrike fell 8%, JFrog collapsed 25%. This analysis examines what the tool does, why investors panicked, and what it means for the future of cybersecurity.

Feb 20267 min read
by Wilson Kumalo
PicoClaw vs OpenClaw: The $10 AI Agent Revolution That's Changing Everything
picoclawopenclawclawdbot

PicoClaw vs OpenClaw: The $10 AI Agent Revolution That's Changing Everything

OpenClaw took the world by storm as a viral AI personal assistant—but it needs a Mac mini and gigabytes of RAM. Now Sipeed's PicoClaw brings the same agentic power to $10 hardware running in under 10MB of RAM. This deep-dive covers everything: how both tools work, how they compare, full setup instructions, real-world use cases, and why this moment marks a turning point in personal AI.

Feb 202621 min read
by Wilson Kumalo
Software Engineering to Be Obsolete in 12 Months: Anthropic CEO's Warning and Why Industry Leaders Say You Should Pay Attention
anthropicdario-amodeisoftware-engineering

Software Engineering to Be Obsolete in 12 Months: Anthropic CEO's Warning and Why Industry Leaders Say You Should Pay Attention

Dario Amodei, CEO of Anthropic, warned at Davos 2026 that AI could handle 'most, maybe all' of software engineering within 6-12 months. Zoho founder Sridhar Vembu echoed the warning, urging developers to consider alternative careers. This comprehensive analysis examines the claims, the evidence, the pushback, and what it means for the future of coding as a profession.

Feb 202619 min read
by Wilson Kumalo
How to Run Claude Code Locally (100% Free & Fully Private): Complete Setup Guide with Real Hardware Testing
ollamaclaude-codecodex

How to Run Claude Code Locally (100% Free & Fully Private): Complete Setup Guide with Real Hardware Testing

Transform your machine into a private AI coding agent using Ollama and Codex CLI. This comprehensive guide covers installation, configuration, and optimization on real hardware (HP ZBook with Intel i7-12800H and RTX A2000), delivering zero API costs, complete code privacy, and offline capability. Includes troubleshooting, performance benchmarks, and security best practices.

Jan 202623 min read
by Wilson Kumalo
When Cyber Defense Chiefs Bypass Their Own Rules: The CISA ChatGPT Scandal Explained
cisachatgptcybersecurity

When Cyber Defense Chiefs Bypass Their Own Rules: The CISA ChatGPT Scandal Explained

The acting director of America's top civilian cybersecurity agency uploaded sensitive government documents to public ChatGPT, triggering automated security alerts and exposing critical vulnerabilities in AI governance. This comprehensive investigation reveals what happened, why it matters, and the urgent lessons for enterprise security leaders worldwide.

Jan 20263 min read
by Wilson Kumalo
Microsoft’s Internal Claude Code Experiment: What It Means for the Future of AI-Assisted Coding

Microsoft’s Internal Claude Code Experiment: What It Means for the Future of AI-Assisted Coding

Microsoft is conducting a large-scale internal pilot of Anthropic’s Claude Code alongside GitHub Copilot, asking thousands of employees — including non-developers — to use and compare both tools. This article explains what’s confirmed, what has not been officially said, and why this matters for AI in software development.

Jan 20264 min read
by Wilson Kumalo
Not Zimbabwe's Law: How a Zambian Cyber Crimes Poster Went Viral and Fooled the Nation
zimbabwecybercrimelaw

Not Zimbabwe's Law: How a Zambian Cyber Crimes Poster Went Viral and Fooled the Nation

A viral WhatsApp poster warned Zimbabweans of life sentences for online offences. The problem? The sections, penalties, and structure don't exist in Zimbabwean law. This comprehensive investigation traces the poster back to Zambia's Cyber Crimes Act — and explains why misinformation spreads faster than the truth.

Jan 202622 min read
by Wilson Kumalo
The Banks Are Now Tax Collectors: How Zimbabwe's 15% Digital Services Tax Could Accidentally Revive Local Tech
zimbabwetechnologytaxation

The Banks Are Now Tax Collectors: How Zimbabwe's 15% Digital Services Tax Could Accidentally Revive Local Tech

ZIMRA's new 15% digital tax is making foreign software more expensive overnight. While consumers cry about Netflix bills, banks face a multi-million-dollar question: who calculates the tax on their own core banking systems? The ironic answer might just kickstart Zimbabwe's tech renaissance.

Jan 202619 min read
by Wilson Kumalo
From $65M Settlement to Bitcoin Billionaires: The Winklevoss Twins Story
cryptocurrencybitcoininvesting

From $65M Settlement to Bitcoin Billionaires: The Winklevoss Twins Story

How Cameron and Tyler Winklevoss transformed a Facebook settlement into a billion-dollar Bitcoin fortune through contrarian thinking and unwavering conviction.

Jan 20265 min read
by Wilson Kumalo
Building a Production-Grade Blog Engine: HTML Content, Media, SEO & Performance
techprogrammingweb

Building a Production-Grade Blog Engine: HTML Content, Media, SEO & Performance

A deep, practical blueprint for a modern blog system: rich HTML content, responsive images and video, SEO, performance, accessibility, and security.

Jan 20264 min read
by Wilson Kumalo